Dataset statistics
| Number of variables | 36 |
|---|---|
| Number of observations | 311 |
| Missing cells | 215 |
| Missing cells (%) | 1.9% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 402.5 KiB |
| Average record size in memory | 1.3 KiB |
Variable types
| Categorical | 25 |
|---|---|
| Numeric | 10 |
| Boolean | 1 |
Employee_Name has a high cardinality: 311 distinct values | High cardinality |
DOB has a high cardinality: 307 distinct values | High cardinality |
DateofHire has a high cardinality: 101 distinct values | High cardinality |
DateofTermination has a high cardinality: 96 distinct values | High cardinality |
LastPerformanceReview_Date has a high cardinality: 137 distinct values | High cardinality |
EmpID is highly overall correlated with PerfScoreID and 4 other fields | High correlation |
DeptID is highly overall correlated with Salary and 8 other fields | High correlation |
Salary is highly overall correlated with DeptID and 5 other fields | High correlation |
PositionID is highly overall correlated with DeptID and 7 other fields | High correlation |
Zip is highly overall correlated with DeptID and 5 other fields | High correlation |
ManagerID is highly overall correlated with DeptID and 5 other fields | High correlation |
EngagementSurvey is highly overall correlated with EmpID and 5 other fields | High correlation |
SpecialProjectsCount is highly overall correlated with DeptID and 7 other fields | High correlation |
DaysLateLast30 is highly overall correlated with EmpID and 5 other fields | High correlation |
MarriedID is highly overall correlated with MaritalStatusID and 2 other fields | High correlation |
MaritalStatusID is highly overall correlated with MarriedID and 1 other fields | High correlation |
GenderID is highly overall correlated with Sex | High correlation |
EmpStatusID is highly overall correlated with Termd and 2 other fields | High correlation |
PerfScoreID is highly overall correlated with EmpID and 4 other fields | High correlation |
FromDiversityJobFairID is highly overall correlated with RaceDesc and 1 other fields | High correlation |
Termd is highly overall correlated with EmpStatusID and 2 other fields | High correlation |
Position is highly overall correlated with DeptID and 10 other fields | High correlation |
State is highly overall correlated with DeptID and 9 other fields | High correlation |
Sex is highly overall correlated with GenderID | High correlation |
MaritalDesc is highly overall correlated with MarriedID and 1 other fields | High correlation |
HispanicLatino is highly overall correlated with Position and 5 other fields | High correlation |
RaceDesc is highly overall correlated with FromDiversityJobFairID and 3 other fields | High correlation |
DateofTermination is highly overall correlated with MarriedID and 8 other fields | High correlation |
TermReason is highly overall correlated with EmpStatusID and 4 other fields | High correlation |
EmploymentStatus is highly overall correlated with EmpStatusID and 2 other fields | High correlation |
Department is highly overall correlated with DeptID and 9 other fields | High correlation |
ManagerName is highly overall correlated with DeptID and 10 other fields | High correlation |
RecruitmentSource is highly overall correlated with FromDiversityJobFairID and 3 other fields | High correlation |
PerformanceScore is highly overall correlated with EmpID and 3 other fields | High correlation |
EmpSatisfaction is highly overall correlated with EmpID and 3 other fields | High correlation |
Absences is highly overall correlated with DateofTermination | High correlation |
DateofTermination has 207 (66.6%) missing values | Missing |
ManagerID has 8 (2.6%) missing values | Missing |
Employee_Name is uniformly distributed | Uniform |
EmpID is uniformly distributed | Uniform |
DOB is uniformly distributed | Uniform |
DateofTermination is uniformly distributed | Uniform |
Employee_Name has unique values | Unique |
EmpID has unique values | Unique |
SpecialProjectsCount has 241 (77.5%) zeros | Zeros |
DaysLateLast30 has 278 (89.4%) zeros | Zeros |
Reproduction
| Analysis started | 2022-12-17 23:45:29.657325 |
|---|---|
| Analysis finished | 2022-12-17 23:46:07.508932 |
| Duration | 37.85 seconds |
| Software version | pandas-profiling vv3.5.0 |
| Download configuration | config.json |
| Distinct | 311 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 21.9 KiB |
| Adinolfi, Wilson K | 1 |
|---|---|
| O'hare, Lynn | 1 |
| Patronick, Lucas | 1 |
| Panjwani, Nina | 1 |
| Ozark, Travis | 1 |
| Other values (306) |
Length
| Max length | 25 |
|---|---|
| Median length | 22 |
| Mean length | 14.755627 |
| Min length | 8 |
Characters and Unicode
| Total characters | 4589 |
|---|---|
| Distinct characters | 55 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 311 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | Adinolfi, Wilson K |
|---|---|
| 2nd row | Ait Sidi, Karthikeyan |
| 3rd row | Akinkuolie, Sarah |
| 4th row | Alagbe,Trina |
| 5th row | Anderson, Carol |
Common Values
| Value | Count | Frequency (%) |
| Adinolfi, Wilson K | 1 | 0.3% |
| O'hare, Lynn | 1 | 0.3% |
| Patronick, Lucas | 1 | 0.3% |
| Panjwani, Nina | 1 | 0.3% |
| Ozark, Travis | 1 | 0.3% |
| Owad, Clinton | 1 | 0.3% |
| Osturnka, Adeel | 1 | 0.3% |
| Onque, Jasmine | 1 | 0.3% |
| Oliver, Brooke | 1 | 0.3% |
| Nowlan, Kristie | 1 | 0.3% |
| Other values (301) | 301 |
Length
| Value | Count | Frequency (%) |
| smith | 5 | 0.8% |
| susan | 4 | 0.6% |
| michael | 4 | 0.6% |
| linda | 3 | 0.5% |
| robinson | 3 | 0.5% |
| j | 3 | 0.5% |
| amy | 3 | 0.5% |
| jennifer | 3 | 0.5% |
| lisa | 3 | 0.5% |
| barbara | 3 | 0.5% |
| Other values (556) | 601 |
Most occurring characters
| Value | Count | Frequency (%) |
| 448 | 9.8% | |
| a | 405 | 8.8% |
| e | 376 | 8.2% |
| n | 347 | 7.6% |
| , | 311 | 6.8% |
| i | 285 | 6.2% |
| r | 256 | 5.6% |
| o | 234 | 5.1% |
| l | 206 | 4.5% |
| s | 144 | 3.1% |
| Other values (45) | 1577 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 3175 | |
| Uppercase Letter | 649 | 14.1% |
| Space Separator | 448 | 9.8% |
| Other Punctuation | 314 | 6.8% |
| Dash Punctuation | 3 | 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 405 | |
| e | 376 | |
| n | 347 | |
| i | 285 | |
| r | 256 | 8.1% |
| o | 234 | 7.4% |
| l | 206 | 6.5% |
| s | 144 | 4.5% |
| t | 141 | 4.4% |
| h | 111 | 3.5% |
| Other values (16) | 670 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 59 | 9.1% |
| M | 53 | 8.2% |
| B | 52 | 8.0% |
| J | 50 | 7.7% |
| C | 48 | 7.4% |
| L | 45 | 6.9% |
| A | 37 | 5.7% |
| R | 34 | 5.2% |
| D | 33 | 5.1% |
| K | 30 | 4.6% |
| Other values (15) | 208 |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 311 | |
| ' | 3 | 1.0% |
Space Separator
| Value | Count | Frequency (%) |
| 448 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 3 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 3824 | |
| Common | 765 | 16.7% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 405 | 10.6% |
| e | 376 | 9.8% |
| n | 347 | 9.1% |
| i | 285 | 7.5% |
| r | 256 | 6.7% |
| o | 234 | 6.1% |
| l | 206 | 5.4% |
| s | 144 | 3.8% |
| t | 141 | 3.7% |
| h | 111 | 2.9% |
| Other values (41) | 1319 |
Common
| Value | Count | Frequency (%) |
| 448 | ||
| , | 311 | |
| ' | 3 | 0.4% |
| - | 3 | 0.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4589 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 448 | 9.8% | |
| a | 405 | 8.8% |
| e | 376 | 8.2% |
| n | 347 | 7.6% |
| , | 311 | 6.8% |
| i | 285 | 6.2% |
| r | 256 | 5.6% |
| o | 234 | 5.1% |
| l | 206 | 4.5% |
| s | 144 | 3.1% |
| Other values (45) | 1577 |
| Distinct | 311 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10156 |
| Minimum | 10001 |
|---|---|
| Maximum | 10311 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.6 KiB |
Quantile statistics
| Minimum | 10001 |
|---|---|
| 5-th percentile | 10016.5 |
| Q1 | 10078.5 |
| median | 10156 |
| Q3 | 10233.5 |
| 95-th percentile | 10295.5 |
| Maximum | 10311 |
| Range | 310 |
| Interquartile range (IQR) | 155 |
Descriptive statistics
| Standard deviation | 89.922189 |
|---|---|
| Coefficient of variation (CV) | 0.008854095 |
| Kurtosis | -1.2 |
| Mean | 10156 |
| Median Absolute Deviation (MAD) | 78 |
| Skewness | 0 |
| Sum | 3158516 |
| Variance | 8086 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10026 | 1 | 0.3% |
| 10303 | 1 | 0.3% |
| 10005 | 1 | 0.3% |
| 10148 | 1 | 0.3% |
| 10041 | 1 | 0.3% |
| 10281 | 1 | 0.3% |
| 10021 | 1 | 0.3% |
| 10121 | 1 | 0.3% |
| 10078 | 1 | 0.3% |
| 10104 | 1 | 0.3% |
| Other values (301) | 301 |
| Value | Count | Frequency (%) |
| 10001 | 1 | |
| 10002 | 1 | |
| 10003 | 1 | |
| 10004 | 1 | |
| 10005 | 1 | |
| 10006 | 1 | |
| 10007 | 1 | |
| 10008 | 1 | |
| 10009 | 1 | |
| 10010 | 1 |
| Value | Count | Frequency (%) |
| 10311 | 1 | |
| 10310 | 1 | |
| 10309 | 1 | |
| 10308 | 1 | |
| 10307 | 1 | |
| 10306 | 1 | |
| 10305 | 1 | |
| 10304 | 1 | |
| 10303 | 1 | |
| 10302 | 1 |
MarriedID
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 17.7 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 311 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 187 | |
| 1 | 124 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 187 | |
| 1 | 124 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 187 | |
| 1 | 124 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 311 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 187 | |
| 1 | 124 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 311 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 187 | |
| 1 | 124 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 311 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 187 | |
| 1 | 124 |
MaritalStatusID
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 17.7 KiB |
| 0 | |
|---|---|
| 1 | |
| 2 | |
| 3 | 12 |
| 4 | 8 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 311 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 137 | |
| 1 | 124 | |
| 2 | 30 | 9.6% |
| 3 | 12 | 3.9% |
| 4 | 8 | 2.6% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 137 | |
| 1 | 124 | |
| 2 | 30 | 9.6% |
| 3 | 12 | 3.9% |
| 4 | 8 | 2.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 137 | |
| 1 | 124 | |
| 2 | 30 | 9.6% |
| 3 | 12 | 3.9% |
| 4 | 8 | 2.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 311 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 137 | |
| 1 | 124 | |
| 2 | 30 | 9.6% |
| 3 | 12 | 3.9% |
| 4 | 8 | 2.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 311 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 137 | |
| 1 | 124 | |
| 2 | 30 | 9.6% |
| 3 | 12 | 3.9% |
| 4 | 8 | 2.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 311 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 137 | |
| 1 | 124 | |
| 2 | 30 | 9.6% |
| 3 | 12 | 3.9% |
| 4 | 8 | 2.6% |
GenderID
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 17.7 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 311 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 176 | |
| 1 | 135 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 176 | |
| 1 | 135 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 176 | |
| 1 | 135 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 311 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 176 | |
| 1 | 135 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 311 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 176 | |
| 1 | 135 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 311 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 176 | |
| 1 | 135 |
EmpStatusID
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 17.7 KiB |
| 1 | |
|---|---|
| 5 | |
| 3 | 14 |
| 4 | 14 |
| 2 | 11 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 311 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 5 |
| 3rd row | 5 |
| 4th row | 1 |
| 5th row | 5 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 184 | |
| 5 | 88 | |
| 3 | 14 | 4.5% |
| 4 | 14 | 4.5% |
| 2 | 11 | 3.5% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 184 | |
| 5 | 88 | |
| 3 | 14 | 4.5% |
| 4 | 14 | 4.5% |
| 2 | 11 | 3.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 184 | |
| 5 | 88 | |
| 3 | 14 | 4.5% |
| 4 | 14 | 4.5% |
| 2 | 11 | 3.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 311 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 184 | |
| 5 | 88 | |
| 3 | 14 | 4.5% |
| 4 | 14 | 4.5% |
| 2 | 11 | 3.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 311 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 184 | |
| 5 | 88 | |
| 3 | 14 | 4.5% |
| 4 | 14 | 4.5% |
| 2 | 11 | 3.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 311 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 184 | |
| 5 | 88 | |
| 3 | 14 | 4.5% |
| 4 | 14 | 4.5% |
| 2 | 11 | 3.5% |
DeptID
Real number (ℝ)
| Distinct | 6 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.6109325 |
| Minimum | 1 |
|---|---|
| Maximum | 6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 5 |
| median | 5 |
| Q3 | 5 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 5 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.0834872 |
|---|---|
| Coefficient of variation (CV) | 0.23498224 |
| Kurtosis | 2.2414339 |
| Mean | 4.6109325 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.5363915 |
| Sum | 1434 |
| Variance | 1.1739446 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5 | 208 | |
| 3 | 50 | 16.1% |
| 6 | 32 | 10.3% |
| 4 | 10 | 3.2% |
| 1 | 10 | 3.2% |
| 2 | 1 | 0.3% |
| Value | Count | Frequency (%) |
| 1 | 10 | 3.2% |
| 2 | 1 | 0.3% |
| 3 | 50 | 16.1% |
| 4 | 10 | 3.2% |
| 5 | 208 | |
| 6 | 32 | 10.3% |
| Value | Count | Frequency (%) |
| 6 | 32 | 10.3% |
| 5 | 208 | |
| 4 | 10 | 3.2% |
| 3 | 50 | 16.1% |
| 2 | 1 | 0.3% |
| 1 | 10 | 3.2% |
PerfScoreID
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 17.7 KiB |
| 3 | |
|---|---|
| 4 | |
| 2 | 18 |
| 1 | 13 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 311 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 4 |
|---|---|
| 2nd row | 3 |
| 3rd row | 3 |
| 4th row | 3 |
| 5th row | 3 |
Common Values
| Value | Count | Frequency (%) |
| 3 | 243 | |
| 4 | 37 | 11.9% |
| 2 | 18 | 5.8% |
| 1 | 13 | 4.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 3 | 243 | |
| 4 | 37 | 11.9% |
| 2 | 18 | 5.8% |
| 1 | 13 | 4.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 243 | |
| 4 | 37 | 11.9% |
| 2 | 18 | 5.8% |
| 1 | 13 | 4.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 311 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 243 | |
| 4 | 37 | 11.9% |
| 2 | 18 | 5.8% |
| 1 | 13 | 4.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 311 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 3 | 243 | |
| 4 | 37 | 11.9% |
| 2 | 18 | 5.8% |
| 1 | 13 | 4.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 311 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 3 | 243 | |
| 4 | 37 | 11.9% |
| 2 | 18 | 5.8% |
| 1 | 13 | 4.2% |
FromDiversityJobFairID
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 17.7 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 311 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 282 | |
| 1 | 29 | 9.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 282 | |
| 1 | 29 | 9.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 282 | |
| 1 | 29 | 9.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 311 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 282 | |
| 1 | 29 | 9.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 311 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 282 | |
| 1 | 29 | 9.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 311 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 282 | |
| 1 | 29 | 9.3% |
Salary
Real number (ℝ)
| Distinct | 308 |
|---|---|
| Distinct (%) | 99.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 69020.685 |
| Minimum | 45046 |
|---|---|
| Maximum | 250000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.6 KiB |
Quantile statistics
| Minimum | 45046 |
|---|---|
| 5-th percentile | 46999.5 |
| Q1 | 55501.5 |
| median | 62810 |
| Q3 | 72036 |
| 95-th percentile | 108106.5 |
| Maximum | 250000 |
| Range | 204954 |
| Interquartile range (IQR) | 16534.5 |
Descriptive statistics
| Standard deviation | 25156.637 |
|---|---|
| Coefficient of variation (CV) | 0.36447968 |
| Kurtosis | 15.452149 |
| Mean | 69020.685 |
| Median Absolute Deviation (MAD) | 7982 |
| Skewness | 3.3061808 |
| Sum | 21465433 |
| Variance | 6.3285638 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 63025 | 2 | 0.6% |
| 57815 | 2 | 0.6% |
| 61242 | 2 | 0.6% |
| 66738 | 1 | 0.3% |
| 68829 | 1 | 0.3% |
| 53060 | 1 | 0.3% |
| 47414 | 1 | 0.3% |
| 63051 | 1 | 0.3% |
| 71966 | 1 | 0.3% |
| 52674 | 1 | 0.3% |
| Other values (298) | 298 |
| Value | Count | Frequency (%) |
| 45046 | 1 | |
| 45069 | 1 | |
| 45115 | 1 | |
| 45395 | 1 | |
| 45433 | 1 | |
| 45998 | 1 | |
| 46120 | 1 | |
| 46335 | 1 | |
| 46428 | 1 | |
| 46430 | 1 |
| Value | Count | Frequency (%) |
| 250000 | 1 | |
| 220450 | 1 | |
| 180000 | 1 | |
| 178000 | 1 | |
| 170500 | 1 | |
| 157000 | 1 | |
| 150290 | 1 | |
| 148999 | 1 | |
| 140920 | 1 | |
| 138888 | 1 |
Termd
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 17.7 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 311 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 207 | |
| 1 | 104 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 207 | |
| 1 | 104 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 207 | |
| 1 | 104 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 311 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 207 | |
| 1 | 104 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 311 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 207 | |
| 1 | 104 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 311 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 207 | |
| 1 | 104 |
PositionID
Real number (ℝ)
| Distinct | 30 |
|---|---|
| Distinct (%) | 9.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.845659 |
| Minimum | 1 |
|---|---|
| Maximum | 30 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 18 |
| median | 19 |
| Q3 | 20 |
| 95-th percentile | 24 |
| Maximum | 30 |
| Range | 29 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 6.2234187 |
|---|---|
| Coefficient of variation (CV) | 0.36943753 |
| Kurtosis | 0.81234602 |
| Mean | 16.845659 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -1.2316765 |
| Sum | 5239 |
| Variance | 38.730941 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 19 | 137 | |
| 20 | 57 | |
| 3 | 27 | 8.7% |
| 18 | 13 | 4.2% |
| 24 | 9 | 2.9% |
| 14 | 8 | 2.6% |
| 9 | 8 | 2.6% |
| 15 | 5 | 1.6% |
| 28 | 5 | 1.6% |
| 8 | 5 | 1.6% |
| Other values (20) | 37 | 11.9% |
| Value | Count | Frequency (%) |
| 1 | 3 | 1.0% |
| 2 | 3 | 1.0% |
| 3 | 27 | |
| 4 | 4 | 1.3% |
| 5 | 1 | 0.3% |
| 6 | 1 | 0.3% |
| 7 | 1 | 0.3% |
| 8 | 5 | 1.6% |
| 9 | 8 | 2.6% |
| 10 | 1 | 0.3% |
| Value | Count | Frequency (%) |
| 30 | 1 | 0.3% |
| 29 | 1 | 0.3% |
| 28 | 5 | |
| 27 | 2 | 0.6% |
| 26 | 2 | 0.6% |
| 25 | 1 | 0.3% |
| 24 | 9 | |
| 23 | 2 | 0.6% |
| 22 | 3 | 1.0% |
| 21 | 3 | 1.0% |
Position
Categorical
| Distinct | 32 |
|---|---|
| Distinct (%) | 10.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 23.7 KiB |
| Production Technician I | |
|---|---|
| Production Technician II | |
| Area Sales Manager | |
| Production Manager | |
| Software Engineer | 10 |
| Other values (27) |
Length
| Max length | 28 |
|---|---|
| Median length | 24 |
| Mean length | 20.720257 |
| Min length | 3 |
Characters and Unicode
| Total characters | 6444 |
|---|---|
| Distinct characters | 38 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 14 ? |
|---|---|
| Unique (%) | 4.5% |
Sample
| 1st row | Production Technician I |
|---|---|
| 2nd row | Sr. DBA |
| 3rd row | Production Technician II |
| 4th row | Production Technician I |
| 5th row | Production Technician I |
Common Values
| Value | Count | Frequency (%) |
| Production Technician I | 137 | |
| Production Technician II | 57 | |
| Area Sales Manager | 27 | 8.7% |
| Production Manager | 14 | 4.5% |
| Software Engineer | 10 | 3.2% |
| IT Support | 8 | 2.6% |
| Data Analyst | 7 | 2.3% |
| Sr. Network Engineer | 5 | 1.6% |
| Database Administrator | 5 | 1.6% |
| Network Engineer | 5 | 1.6% |
| Other values (22) | 36 | 11.6% |
Length
| Value | Count | Frequency (%) |
| production | 208 | |
| technician | 194 | |
| i | 140 | |
| ii | 57 | 6.6% |
| manager | 50 | 5.8% |
| sales | 31 | 3.6% |
| area | 27 | 3.1% |
| engineer | 20 | 2.3% |
| it | 13 | 1.5% |
| software | 11 | 1.3% |
| Other values (29) | 113 |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 726 | |
| i | 656 | |
| c | 618 | 9.6% |
| 554 | 8.6% | |
| o | 473 | 7.3% |
| a | 426 | 6.6% |
| e | 412 | 6.4% |
| r | 387 | 6.0% |
| t | 306 | 4.7% |
| I | 277 | 4.3% |
| Other values (28) | 1609 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 4931 | |
| Uppercase Letter | 945 | 14.7% |
| Space Separator | 554 | 8.6% |
| Other Punctuation | 10 | 0.2% |
| Dash Punctuation | 4 | 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 726 | |
| i | 656 | |
| c | 618 | |
| o | 473 | |
| a | 426 | |
| e | 412 | |
| r | 387 | |
| t | 306 | |
| u | 222 | 4.5% |
| d | 218 | 4.4% |
| Other values (12) | 487 |
Uppercase Letter
| Value | Count | Frequency (%) |
| I | 277 | |
| P | 210 | |
| T | 207 | |
| S | 65 | 6.9% |
| A | 56 | 5.9% |
| M | 50 | 5.3% |
| D | 30 | 3.2% |
| E | 23 | 2.4% |
| B | 12 | 1.3% |
| N | 10 | 1.1% |
| Other values (2) | 5 | 0.5% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 9 | |
| & | 1 | 10.0% |
Space Separator
| Value | Count | Frequency (%) |
| 554 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 4 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 5876 | |
| Common | 568 | 8.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| n | 726 | |
| i | 656 | |
| c | 618 | |
| o | 473 | 8.0% |
| a | 426 | 7.2% |
| e | 412 | 7.0% |
| r | 387 | 6.6% |
| t | 306 | 5.2% |
| I | 277 | 4.7% |
| u | 222 | 3.8% |
| Other values (24) | 1373 |
Common
| Value | Count | Frequency (%) |
| 554 | ||
| . | 9 | 1.6% |
| - | 4 | 0.7% |
| & | 1 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 6444 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| n | 726 | |
| i | 656 | |
| c | 618 | 9.6% |
| 554 | 8.6% | |
| o | 473 | 7.3% |
| a | 426 | 6.6% |
| e | 412 | 6.4% |
| r | 387 | 6.0% |
| t | 306 | 4.7% |
| I | 277 | 4.3% |
| Other values (28) | 1609 |
State
Categorical
| Distinct | 28 |
|---|---|
| Distinct (%) | 9.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 18.0 KiB |
| MA | |
|---|---|
| CT | 6 |
| TX | 3 |
| VT | 2 |
| UT | 1 |
| Other values (23) | 23 |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 622 |
|---|---|
| Distinct characters | 22 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 24 ? |
|---|---|
| Unique (%) | 7.7% |
Sample
| 1st row | MA |
|---|---|
| 2nd row | MA |
| 3rd row | MA |
| 4th row | MA |
| 5th row | MA |
Common Values
| Value | Count | Frequency (%) |
| MA | 276 | |
| CT | 6 | 1.9% |
| TX | 3 | 1.0% |
| VT | 2 | 0.6% |
| UT | 1 | 0.3% |
| AZ | 1 | 0.3% |
| ND | 1 | 0.3% |
| OR | 1 | 0.3% |
| MT | 1 | 0.3% |
| NV | 1 | 0.3% |
| Other values (18) | 18 | 5.8% |
Length
| Value | Count | Frequency (%) |
| ma | 276 | |
| ct | 6 | 1.9% |
| tx | 3 | 1.0% |
| vt | 2 | 0.6% |
| ny | 1 | 0.3% |
| va | 1 | 0.3% |
| al | 1 | 0.3% |
| wa | 1 | 0.3% |
| ca | 1 | 0.3% |
| oh | 1 | 0.3% |
| Other values (18) | 18 | 5.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 283 | |
| M | 278 | |
| T | 14 | 2.3% |
| C | 9 | 1.4% |
| N | 7 | 1.1% |
| V | 4 | 0.6% |
| I | 3 | 0.5% |
| X | 3 | 0.5% |
| O | 3 | 0.5% |
| H | 2 | 0.3% |
| Other values (12) | 16 | 2.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 622 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 283 | |
| M | 278 | |
| T | 14 | 2.3% |
| C | 9 | 1.4% |
| N | 7 | 1.1% |
| V | 4 | 0.6% |
| I | 3 | 0.5% |
| X | 3 | 0.5% |
| O | 3 | 0.5% |
| H | 2 | 0.3% |
| Other values (12) | 16 | 2.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 622 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 283 | |
| M | 278 | |
| T | 14 | 2.3% |
| C | 9 | 1.4% |
| N | 7 | 1.1% |
| V | 4 | 0.6% |
| I | 3 | 0.5% |
| X | 3 | 0.5% |
| O | 3 | 0.5% |
| H | 2 | 0.3% |
| Other values (12) | 16 | 2.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 622 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| A | 283 | |
| M | 278 | |
| T | 14 | 2.3% |
| C | 9 | 1.4% |
| N | 7 | 1.1% |
| V | 4 | 0.6% |
| I | 3 | 0.5% |
| X | 3 | 0.5% |
| O | 3 | 0.5% |
| H | 2 | 0.3% |
| Other values (12) | 16 | 2.6% |
Zip
Real number (ℝ)
| Distinct | 158 |
|---|---|
| Distinct (%) | 50.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6555.4823 |
| Minimum | 1013 |
|---|---|
| Maximum | 98052 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.6 KiB |
Quantile statistics
| Minimum | 1013 |
|---|---|
| 5-th percentile | 1725.5 |
| Q1 | 1901.5 |
| median | 2132 |
| Q3 | 2355 |
| 95-th percentile | 38674.5 |
| Maximum | 98052 |
| Range | 97039 |
| Interquartile range (IQR) | 453.5 |
Descriptive statistics
| Standard deviation | 16908.397 |
|---|---|
| Coefficient of variation (CV) | 2.5792758 |
| Kurtosis | 16.187425 |
| Mean | 6555.4823 |
| Median Absolute Deviation (MAD) | 230 |
| Skewness | 4.1054943 |
| Sum | 2038755 |
| Variance | 2.8589389 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1886 | 13 | 4.2% |
| 1810 | 7 | 2.3% |
| 2045 | 7 | 2.3% |
| 2176 | 7 | 2.3% |
| 2451 | 7 | 2.3% |
| 2169 | 6 | 1.9% |
| 2110 | 6 | 1.9% |
| 2170 | 5 | 1.6% |
| 2324 | 5 | 1.6% |
| 1460 | 5 | 1.6% |
| Other values (148) | 243 |
| Value | Count | Frequency (%) |
| 1013 | 1 | 0.3% |
| 1040 | 1 | 0.3% |
| 1420 | 2 | 0.6% |
| 1450 | 2 | 0.6% |
| 1460 | 5 | |
| 1545 | 1 | 0.3% |
| 1550 | 1 | 0.3% |
| 1701 | 2 | 0.6% |
| 1721 | 1 | 0.3% |
| 1730 | 2 | 0.6% |
| Value | Count | Frequency (%) |
| 98052 | 1 | |
| 97756 | 1 | |
| 90007 | 1 | |
| 89139 | 1 | |
| 85006 | 1 | |
| 84111 | 1 | |
| 83706 | 1 | |
| 80820 | 1 | |
| 78789 | 1 | |
| 78230 | 1 |
| Distinct | 307 |
|---|---|
| Distinct (%) | 98.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 19.9 KiB |
| 09/09/65 | 2 |
|---|---|
| 06/14/87 | 2 |
| 09/22/76 | 2 |
| 07/07/84 | 2 |
| 05/12/80 | 1 |
| Other values (302) |
Length
| Max length | 8 |
|---|---|
| Median length | 8 |
| Mean length | 8 |
| Min length | 8 |
Characters and Unicode
| Total characters | 2488 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 303 ? |
|---|---|
| Unique (%) | 97.4% |
Sample
| 1st row | 07/10/83 |
|---|---|
| 2nd row | 05/05/75 |
| 3rd row | 09/19/88 |
| 4th row | 09/27/88 |
| 5th row | 09/08/89 |
Common Values
| Value | Count | Frequency (%) |
| 09/09/65 | 2 | 0.6% |
| 06/14/87 | 2 | 0.6% |
| 09/22/76 | 2 | 0.6% |
| 07/07/84 | 2 | 0.6% |
| 05/12/80 | 1 | 0.3% |
| 11/06/84 | 1 | 0.3% |
| 05/01/79 | 1 | 0.3% |
| 05/19/82 | 1 | 0.3% |
| 11/24/79 | 1 | 0.3% |
| 12/11/76 | 1 | 0.3% |
| Other values (297) | 297 |
Length
| Value | Count | Frequency (%) |
| 09/09/65 | 2 | 0.6% |
| 09/22/76 | 2 | 0.6% |
| 07/07/84 | 2 | 0.6% |
| 06/14/87 | 2 | 0.6% |
| 01/12/74 | 1 | 0.3% |
| 09/27/88 | 1 | 0.3% |
| 09/08/89 | 1 | 0.3% |
| 05/22/77 | 1 | 0.3% |
| 05/24/79 | 1 | 0.3% |
| 02/18/83 | 1 | 0.3% |
| Other values (297) | 297 |
Most occurring characters
| Value | Count | Frequency (%) |
| / | 622 | |
| 0 | 426 | |
| 1 | 278 | |
| 8 | 249 | |
| 7 | 198 | 8.0% |
| 2 | 180 | 7.2% |
| 5 | 119 | 4.8% |
| 9 | 116 | 4.7% |
| 6 | 115 | 4.6% |
| 4 | 95 | 3.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1866 | |
| Other Punctuation | 622 | 25.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 426 | |
| 1 | 278 | |
| 8 | 249 | |
| 7 | 198 | |
| 2 | 180 | |
| 5 | 119 | 6.4% |
| 9 | 116 | 6.2% |
| 6 | 115 | 6.2% |
| 4 | 95 | 5.1% |
| 3 | 90 | 4.8% |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 622 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2488 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| / | 622 | |
| 0 | 426 | |
| 1 | 278 | |
| 8 | 249 | |
| 7 | 198 | 8.0% |
| 2 | 180 | 7.2% |
| 5 | 119 | 4.8% |
| 9 | 116 | 4.7% |
| 6 | 115 | 4.6% |
| 4 | 95 | 3.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2488 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| / | 622 | |
| 0 | 426 | |
| 1 | 278 | |
| 8 | 249 | |
| 7 | 198 | 8.0% |
| 2 | 180 | 7.2% |
| 5 | 119 | 4.8% |
| 9 | 116 | 4.7% |
| 6 | 115 | 4.6% |
| 4 | 95 | 3.8% |
Sex
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 17.9 KiB |
| F | |
|---|---|
| M |
Length
| Max length | 2 |
|---|---|
| Median length | 1 |
| Mean length | 1.4340836 |
| Min length | 1 |
Characters and Unicode
| Total characters | 446 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | M |
|---|---|
| 2nd row | M |
| 3rd row | F |
| 4th row | F |
| 5th row | F |
Common Values
| Value | Count | Frequency (%) |
| F | 176 | |
| M | 135 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| f | 176 | |
| m | 135 |
Most occurring characters
| Value | Count | Frequency (%) |
| F | 176 | |
| M | 135 | |
| 135 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 311 | |
| Space Separator | 135 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| F | 176 | |
| M | 135 |
Space Separator
| Value | Count | Frequency (%) |
| 135 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 311 | |
| Common | 135 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| F | 176 | |
| M | 135 |
Common
| Value | Count | Frequency (%) |
| 135 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 446 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| F | 176 | |
| M | 135 | |
| 135 |
MaritalDesc
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 19.5 KiB |
| Single | |
|---|---|
| Married | |
| Divorced | |
| Separated | 12 |
| Widowed | 8 |
Length
| Max length | 9 |
|---|---|
| Median length | 8 |
| Mean length | 6.733119 |
| Min length | 6 |
Characters and Unicode
| Total characters | 2094 |
|---|---|
| Distinct characters | 18 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Single |
|---|---|
| 2nd row | Married |
| 3rd row | Married |
| 4th row | Married |
| 5th row | Divorced |
Common Values
| Value | Count | Frequency (%) |
| Single | 137 | |
| Married | 124 | |
| Divorced | 30 | 9.6% |
| Separated | 12 | 3.9% |
| Widowed | 8 | 2.6% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| single | 137 | |
| married | 124 | |
| divorced | 30 | 9.6% |
| separated | 12 | 3.9% |
| widowed | 8 | 2.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 323 | |
| i | 299 | |
| r | 290 | |
| d | 182 | |
| S | 149 | |
| a | 148 | |
| l | 137 | |
| g | 137 | |
| n | 137 | |
| M | 124 | 5.9% |
| Other values (8) | 168 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1783 | |
| Uppercase Letter | 311 | 14.9% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 323 | |
| i | 299 | |
| r | 290 | |
| d | 182 | |
| a | 148 | |
| l | 137 | |
| g | 137 | |
| n | 137 | |
| o | 38 | 2.1% |
| v | 30 | 1.7% |
| Other values (4) | 62 | 3.5% |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 149 | |
| M | 124 | |
| D | 30 | 9.6% |
| W | 8 | 2.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 2094 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 323 | |
| i | 299 | |
| r | 290 | |
| d | 182 | |
| S | 149 | |
| a | 148 | |
| l | 137 | |
| g | 137 | |
| n | 137 | |
| M | 124 | 5.9% |
| Other values (8) | 168 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2094 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 323 | |
| i | 299 | |
| r | 290 | |
| d | 182 | |
| S | 149 | |
| a | 148 | |
| l | 137 | |
| g | 137 | |
| n | 137 | |
| M | 124 | 5.9% |
| Other values (8) | 168 |
CitizenDesc
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 20.6 KiB |
| US Citizen | |
|---|---|
| Eligible NonCitizen | 12 |
| Non-Citizen | 4 |
Length
| Max length | 19 |
|---|---|
| Median length | 10 |
| Mean length | 10.360129 |
| Min length | 10 |
Characters and Unicode
| Total characters | 3222 |
|---|---|
| Distinct characters | 16 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | US Citizen |
|---|---|
| 2nd row | US Citizen |
| 3rd row | US Citizen |
| 4th row | US Citizen |
| 5th row | US Citizen |
Common Values
| Value | Count | Frequency (%) |
| US Citizen | 295 | |
| Eligible NonCitizen | 12 | 3.9% |
| Non-Citizen | 4 | 1.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| us | 295 | |
| citizen | 295 | |
| eligible | 12 | 1.9% |
| noncitizen | 12 | 1.9% |
| non-citizen | 4 | 0.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 646 | |
| n | 327 | |
| e | 323 | |
| C | 311 | |
| t | 311 | |
| z | 311 | |
| 307 | ||
| U | 295 | |
| S | 295 | |
| l | 24 | 0.7% |
| Other values (6) | 72 | 2.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1982 | |
| Uppercase Letter | 929 | |
| Space Separator | 307 | 9.5% |
| Dash Punctuation | 4 | 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 646 | |
| n | 327 | |
| e | 323 | |
| t | 311 | |
| z | 311 | |
| l | 24 | 1.2% |
| o | 16 | 0.8% |
| g | 12 | 0.6% |
| b | 12 | 0.6% |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 311 | |
| U | 295 | |
| S | 295 | |
| N | 16 | 1.7% |
| E | 12 | 1.3% |
Space Separator
| Value | Count | Frequency (%) |
| 307 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 4 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 2911 | |
| Common | 311 | 9.7% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| i | 646 | |
| n | 327 | |
| e | 323 | |
| C | 311 | |
| t | 311 | |
| z | 311 | |
| U | 295 | |
| S | 295 | |
| l | 24 | 0.8% |
| N | 16 | 0.5% |
| Other values (4) | 52 | 1.8% |
Common
| Value | Count | Frequency (%) |
| 307 | ||
| - | 4 | 1.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3222 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| i | 646 | |
| n | 327 | |
| e | 323 | |
| C | 311 | |
| t | 311 | |
| z | 311 | |
| 307 | ||
| U | 295 | |
| S | 295 | |
| l | 24 | 0.7% |
| Other values (6) | 72 | 2.2% |
HispanicLatino
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 439.0 B |
| False | |
|---|---|
| True | 28 |
| Value | Count | Frequency (%) |
| False | 283 | |
| True | 28 | 9.0% |
RaceDesc
Categorical
| Distinct | 6 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 20.7 KiB |
| White | |
|---|---|
| Black or African American | |
| Asian | |
| Two or more races | 11 |
| American Indian or Alaska Native | 3 |
Length
| Max length | 32 |
|---|---|
| Median length | 5 |
| Mean length | 10.839228 |
| Min length | 5 |
Characters and Unicode
| Total characters | 3371 |
|---|---|
| Distinct characters | 26 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.3% |
Sample
| 1st row | White |
|---|---|
| 2nd row | White |
| 3rd row | White |
| 4th row | White |
| 5th row | White |
Common Values
| Value | Count | Frequency (%) |
| White | 187 | |
| Black or African American | 80 | |
| Asian | 29 | 9.3% |
| Two or more races | 11 | 3.5% |
| American Indian or Alaska Native | 3 | 1.0% |
| Hispanic | 1 | 0.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| white | 187 | |
| or | 94 | |
| american | 83 | |
| black | 80 | |
| african | 80 | |
| asian | 29 | 4.9% |
| two | 11 | 1.8% |
| more | 11 | 1.8% |
| races | 11 | 1.8% |
| indian | 3 | 0.5% |
| Other values (3) | 7 | 1.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 387 | |
| a | 296 | 8.8% |
| e | 295 | 8.8% |
| 285 | 8.5% | |
| r | 279 | 8.3% |
| c | 255 | 7.6% |
| n | 199 | 5.9% |
| A | 195 | 5.8% |
| t | 190 | 5.6% |
| h | 187 | 5.5% |
| Other values (16) | 803 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 2606 | |
| Uppercase Letter | 480 | 14.2% |
| Space Separator | 285 | 8.5% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 387 | |
| a | 296 | |
| e | 295 | |
| r | 279 | |
| c | 255 | |
| n | 199 | |
| t | 190 | |
| h | 187 | |
| o | 116 | 4.5% |
| m | 94 | 3.6% |
| Other values (8) | 308 |
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 195 | |
| W | 187 | |
| B | 80 | |
| T | 11 | 2.3% |
| I | 3 | 0.6% |
| N | 3 | 0.6% |
| H | 1 | 0.2% |
Space Separator
| Value | Count | Frequency (%) |
| 285 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 3086 | |
| Common | 285 | 8.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| i | 387 | |
| a | 296 | |
| e | 295 | |
| r | 279 | |
| c | 255 | |
| n | 199 | 6.4% |
| A | 195 | 6.3% |
| t | 190 | 6.2% |
| h | 187 | 6.1% |
| W | 187 | 6.1% |
| Other values (15) | 616 |
Common
| Value | Count | Frequency (%) |
| 285 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3371 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| i | 387 | |
| a | 296 | 8.8% |
| e | 295 | 8.8% |
| 285 | 8.5% | |
| r | 279 | 8.3% |
| c | 255 | 7.6% |
| n | 199 | 5.9% |
| A | 195 | 5.8% |
| t | 190 | 5.6% |
| h | 187 | 5.5% |
| Other values (16) | 803 |
DateofHire
Categorical
| Distinct | 101 |
|---|---|
| Distinct (%) | 32.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 20.1 KiB |
| 1/10/2011 | 14 |
|---|---|
| 3/30/2015 | 12 |
| 1/5/2015 | 11 |
| 9/29/2014 | 11 |
| 7/5/2011 | 10 |
| Other values (96) |
Length
| Max length | 10 |
|---|---|
| Median length | 9 |
| Mean length | 8.7009646 |
| Min length | 8 |
Characters and Unicode
| Total characters | 2706 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 54 ? |
|---|---|
| Unique (%) | 17.4% |
Sample
| 1st row | 7/5/2011 |
|---|---|
| 2nd row | 3/30/2015 |
| 3rd row | 7/5/2011 |
| 4th row | 1/7/2008 |
| 5th row | 7/11/2011 |
Common Values
| Value | Count | Frequency (%) |
| 1/10/2011 | 14 | 4.5% |
| 3/30/2015 | 12 | 3.9% |
| 1/5/2015 | 11 | 3.5% |
| 9/29/2014 | 11 | 3.5% |
| 7/5/2011 | 10 | 3.2% |
| 5/16/2011 | 10 | 3.2% |
| 9/30/2013 | 9 | 2.9% |
| 4/2/2012 | 9 | 2.9% |
| 9/26/2011 | 9 | 2.9% |
| 7/7/2014 | 9 | 2.9% |
| Other values (91) | 207 |
Length
| Value | Count | Frequency (%) |
| 1/10/2011 | 14 | 4.5% |
| 3/30/2015 | 12 | 3.9% |
| 1/5/2015 | 11 | 3.5% |
| 9/29/2014 | 11 | 3.5% |
| 7/5/2011 | 10 | 3.2% |
| 5/16/2011 | 10 | 3.2% |
| 9/26/2011 | 9 | 2.9% |
| 7/7/2014 | 9 | 2.9% |
| 7/8/2013 | 9 | 2.9% |
| 4/2/2012 | 9 | 2.9% |
| Other values (91) | 207 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 630 | |
| / | 622 | |
| 2 | 463 | |
| 0 | 400 | |
| 5 | 115 | 4.2% |
| 4 | 102 | 3.8% |
| 3 | 101 | 3.7% |
| 7 | 89 | 3.3% |
| 9 | 74 | 2.7% |
| 6 | 66 | 2.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2084 | |
| Other Punctuation | 622 | 23.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 630 | |
| 2 | 463 | |
| 0 | 400 | |
| 5 | 115 | 5.5% |
| 4 | 102 | 4.9% |
| 3 | 101 | 4.8% |
| 7 | 89 | 4.3% |
| 9 | 74 | 3.6% |
| 6 | 66 | 3.2% |
| 8 | 44 | 2.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 622 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2706 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 630 | |
| / | 622 | |
| 2 | 463 | |
| 0 | 400 | |
| 5 | 115 | 4.2% |
| 4 | 102 | 3.8% |
| 3 | 101 | 3.7% |
| 7 | 89 | 3.3% |
| 9 | 74 | 2.7% |
| 6 | 66 | 2.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2706 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 630 | |
| / | 622 | |
| 2 | 463 | |
| 0 | 400 | |
| 5 | 115 | 4.2% |
| 4 | 102 | 3.8% |
| 3 | 101 | 3.7% |
| 7 | 89 | 3.3% |
| 9 | 74 | 2.7% |
| 6 | 66 | 2.4% |
| Distinct | 96 |
|---|---|
| Distinct (%) | 92.3% |
| Missing | 207 |
| Missing (%) | 66.6% |
| Memory size | 13.3 KiB |
| 9/7/2015 | 2 |
|---|---|
| 5/17/2016 | 2 |
| 11/4/2015 | 2 |
| 6/18/2013 | 2 |
| 4/1/2013 | 2 |
| Other values (91) |
Length
| Max length | 10 |
|---|---|
| Median length | 9 |
| Mean length | 8.7788462 |
| Min length | 8 |
Characters and Unicode
| Total characters | 913 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 88 ? |
|---|---|
| Unique (%) | 84.6% |
Sample
| 1st row | 6/16/2016 |
|---|---|
| 2nd row | 9/24/2012 |
| 3rd row | 9/6/2016 |
| 4th row | 1/12/2017 |
| 5th row | 9/19/2016 |
Common Values
| Value | Count | Frequency (%) |
| 9/7/2015 | 2 | 0.6% |
| 5/17/2016 | 2 | 0.6% |
| 11/4/2015 | 2 | 0.6% |
| 6/18/2013 | 2 | 0.6% |
| 4/1/2013 | 2 | 0.6% |
| 4/4/2014 | 2 | 0.6% |
| 8/19/2018 | 2 | 0.6% |
| 9/24/2012 | 2 | 0.6% |
| 1/12/2014 | 1 | 0.3% |
| 8/19/2013 | 1 | 0.3% |
| Other values (86) | 86 | |
| (Missing) | 207 |
Length
| Value | Count | Frequency (%) |
| 9/7/2015 | 2 | 1.9% |
| 11/4/2015 | 2 | 1.9% |
| 6/18/2013 | 2 | 1.9% |
| 4/1/2013 | 2 | 1.9% |
| 4/4/2014 | 2 | 1.9% |
| 8/19/2018 | 2 | 1.9% |
| 9/24/2012 | 2 | 1.9% |
| 5/17/2016 | 2 | 1.9% |
| 8/4/2017 | 1 | 1.0% |
| 8/7/2014 | 1 | 1.0% |
| Other values (86) | 86 |
Most occurring characters
| Value | Count | Frequency (%) |
| / | 208 | |
| 1 | 187 | |
| 2 | 157 | |
| 0 | 114 | |
| 5 | 54 | 5.9% |
| 6 | 43 | 4.7% |
| 4 | 42 | 4.6% |
| 8 | 32 | 3.5% |
| 9 | 31 | 3.4% |
| 3 | 24 | 2.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 705 | |
| Other Punctuation | 208 | 22.8% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 187 | |
| 2 | 157 | |
| 0 | 114 | |
| 5 | 54 | 7.7% |
| 6 | 43 | 6.1% |
| 4 | 42 | 6.0% |
| 8 | 32 | 4.5% |
| 9 | 31 | 4.4% |
| 3 | 24 | 3.4% |
| 7 | 21 | 3.0% |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 208 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 913 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| / | 208 | |
| 1 | 187 | |
| 2 | 157 | |
| 0 | 114 | |
| 5 | 54 | 5.9% |
| 6 | 43 | 4.7% |
| 4 | 42 | 4.6% |
| 8 | 32 | 3.5% |
| 9 | 31 | 3.4% |
| 3 | 24 | 2.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 913 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| / | 208 | |
| 1 | 187 | |
| 2 | 157 | |
| 0 | 114 | |
| 5 | 54 | 5.9% |
| 6 | 43 | 4.7% |
| 4 | 42 | 4.6% |
| 8 | 32 | 3.5% |
| 9 | 31 | 3.4% |
| 3 | 24 | 2.6% |
TermReason
Categorical
| Distinct | 18 |
|---|---|
| Distinct (%) | 5.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 22.2 KiB |
| N/A-StillEmployed | |
|---|---|
| Another position | 20 |
| unhappy | 14 |
| more money | 11 |
| career change | 9 |
| Other values (13) |
Length
| Max length | 32 |
|---|---|
| Median length | 17 |
| Mean length | 15.546624 |
| Min length | 5 |
Characters and Unicode
| Total characters | 4835 |
|---|---|
| Distinct characters | 30 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | 1.0% |
Sample
| 1st row | N/A-StillEmployed |
|---|---|
| 2nd row | career change |
| 3rd row | hours |
| 4th row | N/A-StillEmployed |
| 5th row | return to school |
Common Values
| Value | Count | Frequency (%) |
| N/A-StillEmployed | 207 | |
| Another position | 20 | 6.4% |
| unhappy | 14 | 4.5% |
| more money | 11 | 3.5% |
| career change | 9 | 2.9% |
| hours | 8 | 2.6% |
| attendance | 7 | 2.3% |
| return to school | 5 | 1.6% |
| relocation out of area | 5 | 1.6% |
| no-call, no-show | 4 | 1.3% |
| Other values (8) | 21 | 6.8% |
Length
| Value | Count | Frequency (%) |
| n/a-stillemployed | 207 | |
| position | 20 | 4.9% |
| another | 20 | 4.9% |
| unhappy | 14 | 3.5% |
| more | 11 | 2.7% |
| money | 11 | 2.7% |
| career | 9 | 2.2% |
| change | 9 | 2.2% |
| return | 8 | 2.0% |
| hours | 8 | 2.0% |
| Other values (29) | 88 |
Most occurring characters
| Value | Count | Frequency (%) |
| l | 650 | 13.4% |
| o | 354 | 7.3% |
| e | 339 | 7.0% |
| t | 309 | 6.4% |
| i | 283 | 5.9% |
| p | 259 | 5.4% |
| m | 244 | 5.0% |
| y | 239 | 4.9% |
| A | 227 | 4.7% |
| d | 225 | 4.7% |
| Other values (20) | 1706 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 3462 | |
| Uppercase Letter | 850 | 17.6% |
| Dash Punctuation | 218 | 4.5% |
| Other Punctuation | 211 | 4.4% |
| Space Separator | 94 | 1.9% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| l | 650 | |
| o | 354 | |
| e | 339 | |
| t | 309 | |
| i | 283 | |
| p | 259 | 7.5% |
| m | 244 | 7.0% |
| y | 239 | 6.9% |
| d | 225 | 6.5% |
| n | 127 | 3.7% |
| Other values (10) | 433 |
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 227 | |
| N | 207 | |
| S | 207 | |
| E | 207 | |
| L | 1 | 0.1% |
| F | 1 | 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 207 | |
| , | 4 | 1.9% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 218 |
Space Separator
| Value | Count | Frequency (%) |
| 94 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 4312 | |
| Common | 523 | 10.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| l | 650 | |
| o | 354 | 8.2% |
| e | 339 | 7.9% |
| t | 309 | 7.2% |
| i | 283 | 6.6% |
| p | 259 | 6.0% |
| m | 244 | 5.7% |
| y | 239 | 5.5% |
| A | 227 | 5.3% |
| d | 225 | 5.2% |
| Other values (16) | 1183 |
Common
| Value | Count | Frequency (%) |
| - | 218 | |
| / | 207 | |
| 94 | ||
| , | 4 | 0.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4835 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| l | 650 | 13.4% |
| o | 354 | 7.3% |
| e | 339 | 7.0% |
| t | 309 | 6.4% |
| i | 283 | 5.9% |
| p | 259 | 5.4% |
| m | 244 | 5.0% |
| y | 239 | 4.9% |
| A | 227 | 4.7% |
| d | 225 | 4.7% |
| Other values (20) | 1706 |
EmploymentStatus
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 20.9 KiB |
| Active | |
|---|---|
| Voluntarily Terminated | |
| Terminated for Cause | 16 |
Length
| Max length | 22 |
|---|---|
| Median length | 6 |
| Mean length | 11.247588 |
| Min length | 6 |
Characters and Unicode
| Total characters | 3498 |
|---|---|
| Distinct characters | 21 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Active |
|---|---|
| 2nd row | Voluntarily Terminated |
| 3rd row | Voluntarily Terminated |
| 4th row | Active |
| 5th row | Voluntarily Terminated |
Common Values
| Value | Count | Frequency (%) |
| Active | 207 | |
| Voluntarily Terminated | 88 | |
| Terminated for Cause | 16 | 5.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| active | 207 | |
| terminated | 104 | |
| voluntarily | 88 | |
| for | 16 | 3.7% |
| cause | 16 | 3.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 431 | |
| t | 399 | |
| i | 399 | |
| r | 208 | 5.9% |
| a | 208 | 5.9% |
| A | 207 | 5.9% |
| c | 207 | 5.9% |
| v | 207 | 5.9% |
| n | 192 | 5.5% |
| l | 176 | 5.0% |
| Other values (11) | 864 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 2963 | |
| Uppercase Letter | 415 | 11.9% |
| Space Separator | 120 | 3.4% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 431 | |
| t | 399 | |
| i | 399 | |
| r | 208 | |
| a | 208 | |
| c | 207 | |
| v | 207 | |
| n | 192 | |
| l | 176 | |
| u | 104 | 3.5% |
| Other values (6) | 432 |
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 207 | |
| T | 104 | |
| V | 88 | |
| C | 16 | 3.9% |
Space Separator
| Value | Count | Frequency (%) |
| 120 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 3378 | |
| Common | 120 | 3.4% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 431 | |
| t | 399 | |
| i | 399 | |
| r | 208 | 6.2% |
| a | 208 | 6.2% |
| A | 207 | 6.1% |
| c | 207 | 6.1% |
| v | 207 | 6.1% |
| n | 192 | 5.7% |
| l | 176 | 5.2% |
| Other values (10) | 744 |
Common
| Value | Count | Frequency (%) |
| 120 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3498 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 431 | |
| t | 399 | |
| i | 399 | |
| r | 208 | 5.9% |
| a | 208 | 5.9% |
| A | 207 | 5.9% |
| c | 207 | 5.9% |
| v | 207 | 5.9% |
| n | 192 | 5.5% |
| l | 176 | 5.0% |
| Other values (11) | 864 |
Department
Categorical
| Distinct | 6 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 21.6 KiB |
| Production | |
|---|---|
| IT/IS | |
| Sales | |
| Software Engineering | 11 |
| Admin Offices | 9 |
Length
| Max length | 20 |
|---|---|
| Median length | 17 |
| Mean length | 13.861736 |
| Min length | 5 |
Characters and Unicode
| Total characters | 4311 |
|---|---|
| Distinct characters | 27 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.3% |
Sample
| 1st row | Production |
|---|---|
| 2nd row | IT/IS |
| 3rd row | Production |
| 4th row | Production |
| 5th row | Production |
Common Values
| Value | Count | Frequency (%) |
| Production | 209 | |
| IT/IS | 50 | 16.1% |
| Sales | 31 | 10.0% |
| Software Engineering | 11 | 3.5% |
| Admin Offices | 9 | 2.9% |
| Executive Office | 1 | 0.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| production | 209 | |
| it/is | 50 | 15.1% |
| sales | 31 | 9.3% |
| software | 11 | 3.3% |
| engineering | 11 | 3.3% |
| admin | 9 | 2.7% |
| offices | 9 | 2.7% |
| executive | 1 | 0.3% |
| office | 1 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1484 | ||
| o | 429 | 10.0% |
| i | 251 | 5.8% |
| n | 251 | 5.8% |
| r | 231 | 5.4% |
| t | 221 | 5.1% |
| c | 220 | 5.1% |
| d | 218 | 5.1% |
| u | 210 | 4.9% |
| P | 209 | 4.8% |
| Other values (17) | 587 | 13.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 2295 | |
| Space Separator | 1484 | |
| Uppercase Letter | 482 | 11.2% |
| Other Punctuation | 50 | 1.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 429 | |
| i | 251 | |
| n | 251 | |
| r | 231 | |
| t | 221 | |
| c | 220 | |
| d | 218 | |
| u | 210 | |
| e | 76 | 3.3% |
| a | 42 | 1.8% |
| Other values (8) | 146 | 6.4% |
Uppercase Letter
| Value | Count | Frequency (%) |
| P | 209 | |
| I | 100 | |
| S | 92 | |
| T | 50 | 10.4% |
| E | 12 | 2.5% |
| O | 10 | 2.1% |
| A | 9 | 1.9% |
Space Separator
| Value | Count | Frequency (%) |
| 1484 |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 50 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 2777 | |
| Common | 1534 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 429 | |
| i | 251 | |
| n | 251 | |
| r | 231 | |
| t | 221 | |
| c | 220 | |
| d | 218 | |
| u | 210 | |
| P | 209 | |
| I | 100 | 3.6% |
| Other values (15) | 437 |
Common
| Value | Count | Frequency (%) |
| 1484 | ||
| / | 50 | 3.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4311 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1484 | ||
| o | 429 | 10.0% |
| i | 251 | 5.8% |
| n | 251 | 5.8% |
| r | 231 | 5.4% |
| t | 221 | 5.1% |
| c | 220 | 5.1% |
| d | 218 | 5.1% |
| u | 210 | 4.9% |
| P | 209 | 4.8% |
| Other values (17) | 587 | 13.6% |
ManagerName
Categorical
| Distinct | 21 |
|---|---|
| Distinct (%) | 6.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 21.3 KiB |
| Michael Albert | |
|---|---|
| Kissy Sullivan | |
| Elijiah Gray | |
| Kelley Spirea | |
| Brannon Miller | |
| Other values (16) |
Length
| Max length | 18 |
|---|---|
| Median length | 16 |
| Mean length | 12.665595 |
| Min length | 8 |
Characters and Unicode
| Total characters | 3939 |
|---|---|
| Distinct characters | 41 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Michael Albert |
|---|---|
| 2nd row | Simon Roup |
| 3rd row | Kissy Sullivan |
| 4th row | Elijiah Gray |
| 5th row | Webster Butler |
Common Values
| Value | Count | Frequency (%) |
| Michael Albert | 22 | 7.1% |
| Kissy Sullivan | 22 | 7.1% |
| Elijiah Gray | 22 | 7.1% |
| Kelley Spirea | 22 | 7.1% |
| Brannon Miller | 22 | 7.1% |
| Ketsia Liebig | 21 | 6.8% |
| David Stanley | 21 | 6.8% |
| Amy Dunn | 21 | 6.8% |
| Webster Butler | 21 | 6.8% |
| Janet King | 19 | 6.1% |
| Other values (11) | 98 |
Length
| Value | Count | Frequency (%) |
| michael | 22 | 3.5% |
| kissy | 22 | 3.5% |
| sullivan | 22 | 3.5% |
| elijiah | 22 | 3.5% |
| gray | 22 | 3.5% |
| kelley | 22 | 3.5% |
| spirea | 22 | 3.5% |
| brannon | 22 | 3.5% |
| miller | 22 | 3.5% |
| albert | 22 | 3.5% |
| Other values (34) | 411 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 402 | 10.2% |
| n | 327 | 8.3% |
| 320 | 8.1% | |
| i | 320 | 8.1% |
| a | 313 | 7.9% |
| l | 280 | 7.1% |
| r | 231 | 5.9% |
| t | 186 | 4.7% |
| o | 125 | 3.2% |
| y | 121 | 3.1% |
| Other values (31) | 1314 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 2976 | |
| Uppercase Letter | 636 | 16.1% |
| Space Separator | 320 | 8.1% |
| Other Punctuation | 7 | 0.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 402 | |
| n | 327 | |
| i | 320 | |
| a | 313 | |
| l | 280 | |
| r | 231 | |
| t | 186 | 6.2% |
| o | 125 | 4.2% |
| y | 121 | 4.1% |
| u | 101 | 3.4% |
| Other values (13) | 570 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 105 | |
| K | 84 | |
| B | 67 | |
| D | 64 | |
| M | 58 | |
| A | 52 | |
| L | 41 | 6.4% |
| J | 40 | 6.3% |
| E | 26 | 4.1% |
| R | 24 | 3.8% |
| Other values (6) | 75 |
Space Separator
| Value | Count | Frequency (%) |
| 320 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 7 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 3612 | |
| Common | 327 | 8.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 402 | 11.1% |
| n | 327 | 9.1% |
| i | 320 | 8.9% |
| a | 313 | 8.7% |
| l | 280 | 7.8% |
| r | 231 | 6.4% |
| t | 186 | 5.1% |
| o | 125 | 3.5% |
| y | 121 | 3.3% |
| S | 105 | 2.9% |
| Other values (29) | 1202 |
Common
| Value | Count | Frequency (%) |
| 320 | ||
| . | 7 | 2.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3939 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 402 | 10.2% |
| n | 327 | 8.3% |
| 320 | 8.1% | |
| i | 320 | 8.1% |
| a | 313 | 7.9% |
| l | 280 | 7.1% |
| r | 231 | 5.9% |
| t | 186 | 4.7% |
| o | 125 | 3.2% |
| y | 121 | 3.1% |
| Other values (31) | 1314 |
| Distinct | 23 |
|---|---|
| Distinct (%) | 7.6% |
| Missing | 8 |
| Missing (%) | 2.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.570957 |
| Minimum | 1 |
|---|---|
| Maximum | 39 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 10 |
| median | 15 |
| Q3 | 19 |
| 95-th percentile | 22 |
| Maximum | 39 |
| Range | 38 |
| Interquartile range (IQR) | 9 |
Descriptive statistics
| Standard deviation | 8.0783056 |
|---|---|
| Coefficient of variation (CV) | 0.55441146 |
| Kurtosis | 1.6084223 |
| Mean | 14.570957 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 0.75927123 |
| Sum | 4415 |
| Variance | 65.259021 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 20 | 22 | 7.1% |
| 16 | 22 | 7.1% |
| 12 | 22 | 7.1% |
| 18 | 22 | 7.1% |
| 22 | 21 | 6.8% |
| 11 | 21 | 6.8% |
| 19 | 21 | 6.8% |
| 14 | 21 | 6.8% |
| 2 | 19 | 6.1% |
| 4 | 17 | 5.5% |
| Other values (13) | 95 |
| Value | Count | Frequency (%) |
| 1 | 6 | 1.9% |
| 2 | 19 | |
| 3 | 1 | 0.3% |
| 4 | 17 | |
| 5 | 7 | 2.3% |
| 6 | 4 | 1.3% |
| 7 | 14 | |
| 9 | 2 | 0.6% |
| 10 | 9 | |
| 11 | 21 |
| Value | Count | Frequency (%) |
| 39 | 13 | |
| 30 | 1 | 0.3% |
| 22 | 21 | |
| 21 | 13 | |
| 20 | 22 | |
| 19 | 21 | |
| 18 | 22 | |
| 17 | 14 | |
| 16 | 22 | |
| 15 | 3 | 1.0% |
RecruitmentSource
Categorical
| Distinct | 9 |
|---|---|
| Distinct (%) | 2.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 20.6 KiB |
| Indeed | |
|---|---|
| Google Search | |
| Employee Referral | |
| Diversity Job Fair | |
| Other values (4) |
Length
| Max length | 23 |
|---|---|
| Median length | 18 |
| Mean length | 10.414791 |
| Min length | 5 |
Characters and Unicode
| Total characters | 3239 |
|---|---|
| Distinct characters | 36 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.3% |
Sample
| 1st row | |
|---|---|
| 2nd row | Indeed |
| 3rd row | |
| 4th row | Indeed |
| 5th row | Google Search |
Common Values
| Value | Count | Frequency (%) |
| Indeed | 87 | |
| 76 | ||
| Google Search | 49 | |
| Employee Referral | 31 | 10.0% |
| Diversity Job Fair | 29 | 9.3% |
| CareerBuilder | 23 | 7.4% |
| Website | 13 | 4.2% |
| Other | 2 | 0.6% |
| On-line Web application | 1 | 0.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| indeed | 87 | |
| 76 | ||
| 49 | ||
| search | 49 | |
| employee | 31 | 6.9% |
| referral | 31 | 6.9% |
| diversity | 29 | 6.4% |
| job | 29 | 6.4% |
| fair | 29 | 6.4% |
| careerbuilder | 23 | 5.1% |
| Other values (5) | 18 | 4.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 600 | |
| d | 273 | 8.4% |
| n | 242 | 7.5% |
| r | 240 | 7.4% |
| i | 202 | 6.2% |
| I | 163 | 5.0% |
| o | 159 | 4.9% |
| 140 | 4.3% | |
| l | 136 | 4.2% |
| a | 134 | 4.1% |
| Other values (26) | 950 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 2549 | |
| Uppercase Letter | 549 | 16.9% |
| Space Separator | 140 | 4.3% |
| Dash Punctuation | 1 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 600 | |
| d | 273 | |
| n | 242 | |
| r | 240 | 9.4% |
| i | 202 | 7.9% |
| o | 159 | 6.2% |
| l | 136 | 5.3% |
| a | 134 | 5.3% |
| k | 76 | 3.0% |
| y | 60 | 2.4% |
| Other values (11) | 427 |
Uppercase Letter
| Value | Count | Frequency (%) |
| I | 163 | |
| L | 76 | |
| G | 49 | 8.9% |
| S | 49 | 8.9% |
| R | 31 | 5.6% |
| E | 31 | 5.6% |
| D | 29 | 5.3% |
| J | 29 | 5.3% |
| F | 29 | 5.3% |
| C | 23 | 4.2% |
| Other values (3) | 40 | 7.3% |
Space Separator
| Value | Count | Frequency (%) |
| 140 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 3098 | |
| Common | 141 | 4.4% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 600 | |
| d | 273 | 8.8% |
| n | 242 | 7.8% |
| r | 240 | 7.7% |
| i | 202 | 6.5% |
| I | 163 | 5.3% |
| o | 159 | 5.1% |
| l | 136 | 4.4% |
| a | 134 | 4.3% |
| k | 76 | 2.5% |
| Other values (24) | 873 |
Common
| Value | Count | Frequency (%) |
| 140 | ||
| - | 1 | 0.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3239 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 600 | |
| d | 273 | 8.4% |
| n | 242 | 7.5% |
| r | 240 | 7.4% |
| i | 202 | 6.2% |
| I | 163 | 5.0% |
| o | 159 | 4.9% |
| 140 | 4.3% | |
| l | 136 | 4.2% |
| a | 134 | 4.1% |
| Other values (26) | 950 |
PerformanceScore
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 20.6 KiB |
| Fully Meets | |
|---|---|
| Exceeds | |
| Needs Improvement | 18 |
| PIP | 13 |
Length
| Max length | 17 |
|---|---|
| Median length | 11 |
| Mean length | 10.536977 |
| Min length | 3 |
Characters and Unicode
| Total characters | 3277 |
|---|---|
| Distinct characters | 22 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Exceeds |
|---|---|
| 2nd row | Fully Meets |
| 3rd row | Fully Meets |
| 4th row | Fully Meets |
| 5th row | Fully Meets |
Common Values
| Value | Count | Frequency (%) |
| Fully Meets | 243 | |
| Exceeds | 37 | 11.9% |
| Needs Improvement | 18 | 5.8% |
| PIP | 13 | 4.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| fully | 243 | |
| meets | 243 | |
| exceeds | 37 | 6.5% |
| needs | 18 | 3.1% |
| improvement | 18 | 3.1% |
| pip | 13 | 2.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 632 | |
| l | 486 | |
| s | 298 | |
| 261 | ||
| t | 261 | |
| F | 243 | 7.4% |
| u | 243 | 7.4% |
| y | 243 | 7.4% |
| M | 243 | 7.4% |
| d | 55 | 1.7% |
| Other values (12) | 312 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 2418 | |
| Uppercase Letter | 598 | 18.2% |
| Space Separator | 261 | 8.0% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 632 | |
| l | 486 | |
| s | 298 | |
| t | 261 | |
| u | 243 | 10.0% |
| y | 243 | 10.0% |
| d | 55 | 2.3% |
| c | 37 | 1.5% |
| x | 37 | 1.5% |
| m | 36 | 1.5% |
| Other values (5) | 90 | 3.7% |
Uppercase Letter
| Value | Count | Frequency (%) |
| F | 243 | |
| M | 243 | |
| E | 37 | 6.2% |
| I | 31 | 5.2% |
| P | 26 | 4.3% |
| N | 18 | 3.0% |
Space Separator
| Value | Count | Frequency (%) |
| 261 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 3016 | |
| Common | 261 | 8.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 632 | |
| l | 486 | |
| s | 298 | |
| t | 261 | |
| F | 243 | 8.1% |
| u | 243 | 8.1% |
| y | 243 | 8.1% |
| M | 243 | 8.1% |
| d | 55 | 1.8% |
| c | 37 | 1.2% |
| Other values (11) | 275 |
Common
| Value | Count | Frequency (%) |
| 261 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3277 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 632 | |
| l | 486 | |
| s | 298 | |
| 261 | ||
| t | 261 | |
| F | 243 | 7.4% |
| u | 243 | 7.4% |
| y | 243 | 7.4% |
| M | 243 | 7.4% |
| d | 55 | 1.7% |
| Other values (12) | 312 |
EngagementSurvey
Real number (ℝ)
| Distinct | 119 |
|---|---|
| Distinct (%) | 38.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.11 |
| Minimum | 1.12 |
|---|---|
| Maximum | 5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.6 KiB |
Quantile statistics
| Minimum | 1.12 |
|---|---|
| 5-th percentile | 2.4 |
| Q1 | 3.69 |
| median | 4.28 |
| Q3 | 4.7 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 3.88 |
| Interquartile range (IQR) | 1.01 |
Descriptive statistics
| Standard deviation | 0.78993752 |
|---|---|
| Coefficient of variation (CV) | 0.19219891 |
| Kurtosis | 1.1645598 |
| Mean | 4.11 |
| Median Absolute Deviation (MAD) | 0.49 |
| Skewness | -1.1169793 |
| Sum | 1278.21 |
| Variance | 0.62400129 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5 | 56 | 18.0% |
| 4.5 | 19 | 6.1% |
| 4.3 | 17 | 5.5% |
| 4.2 | 17 | 5.5% |
| 4.1 | 16 | 5.1% |
| 4.6 | 10 | 3.2% |
| 4.7 | 7 | 2.3% |
| 4.4 | 7 | 2.3% |
| 3.6 | 7 | 2.3% |
| 3.4 | 5 | 1.6% |
| Other values (109) | 150 |
| Value | Count | Frequency (%) |
| 1.12 | 1 | 0.3% |
| 1.2 | 1 | 0.3% |
| 1.56 | 1 | 0.3% |
| 1.81 | 1 | 0.3% |
| 1.93 | 1 | 0.3% |
| 2 | 3 | |
| 2.1 | 1 | 0.3% |
| 2.3 | 2 | |
| 2.33 | 1 | 0.3% |
| 2.34 | 1 | 0.3% |
| Value | Count | Frequency (%) |
| 5 | 56 | |
| 4.96 | 2 | 0.6% |
| 4.94 | 1 | 0.3% |
| 4.9 | 1 | 0.3% |
| 4.88 | 1 | 0.3% |
| 4.84 | 1 | 0.3% |
| 4.83 | 2 | 0.6% |
| 4.81 | 1 | 0.3% |
| 4.8 | 3 | 1.0% |
| 4.78 | 1 | 0.3% |
EmpSatisfaction
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 17.7 KiB |
| 3 | |
|---|---|
| 5 | |
| 4 | |
| 2 | 9 |
| 1 | 2 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 311 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 5 |
|---|---|
| 2nd row | 3 |
| 3rd row | 3 |
| 4th row | 5 |
| 5th row | 4 |
Common Values
| Value | Count | Frequency (%) |
| 3 | 108 | |
| 5 | 98 | |
| 4 | 94 | |
| 2 | 9 | 2.9% |
| 1 | 2 | 0.6% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 3 | 108 | |
| 5 | 98 | |
| 4 | 94 | |
| 2 | 9 | 2.9% |
| 1 | 2 | 0.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 108 | |
| 5 | 98 | |
| 4 | 94 | |
| 2 | 9 | 2.9% |
| 1 | 2 | 0.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 311 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 108 | |
| 5 | 98 | |
| 4 | 94 | |
| 2 | 9 | 2.9% |
| 1 | 2 | 0.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 311 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 3 | 108 | |
| 5 | 98 | |
| 4 | 94 | |
| 2 | 9 | 2.9% |
| 1 | 2 | 0.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 311 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 3 | 108 | |
| 5 | 98 | |
| 4 | 94 | |
| 2 | 9 | 2.9% |
| 1 | 2 | 0.6% |
| Distinct | 9 |
|---|---|
| Distinct (%) | 2.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.2186495 |
| Minimum | 0 |
|---|---|
| Maximum | 8 |
| Zeros | 241 |
| Zeros (%) | 77.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 6 |
| Maximum | 8 |
| Range | 8 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2.3494212 |
|---|---|
| Coefficient of variation (CV) | 1.9278892 |
| Kurtosis | 0.64141536 |
| Mean | 1.2186495 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.5392709 |
| Sum | 379 |
| Variance | 5.5197801 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 241 | |
| 6 | 21 | 6.8% |
| 5 | 21 | 6.8% |
| 7 | 12 | 3.9% |
| 4 | 9 | 2.9% |
| 3 | 3 | 1.0% |
| 8 | 2 | 0.6% |
| 2 | 1 | 0.3% |
| 1 | 1 | 0.3% |
| Value | Count | Frequency (%) |
| 0 | 241 | |
| 1 | 1 | 0.3% |
| 2 | 1 | 0.3% |
| 3 | 3 | 1.0% |
| 4 | 9 | 2.9% |
| 5 | 21 | 6.8% |
| 6 | 21 | 6.8% |
| 7 | 12 | 3.9% |
| 8 | 2 | 0.6% |
| Value | Count | Frequency (%) |
| 8 | 2 | 0.6% |
| 7 | 12 | 3.9% |
| 6 | 21 | 6.8% |
| 5 | 21 | 6.8% |
| 4 | 9 | 2.9% |
| 3 | 3 | 1.0% |
| 2 | 1 | 0.3% |
| 1 | 1 | 0.3% |
| 0 | 241 |
LastPerformanceReview_Date
Categorical
| Distinct | 137 |
|---|---|
| Distinct (%) | 44.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 20.1 KiB |
| 1/14/2019 | 18 |
|---|---|
| 2/18/2019 | 12 |
| 1/21/2019 | 10 |
| 1/28/2019 | 9 |
| 2/25/2019 | 9 |
| Other values (132) |
Length
| Max length | 10 |
|---|---|
| Median length | 9 |
| Mean length | 8.6848875 |
| Min length | 8 |
Characters and Unicode
| Total characters | 2701 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 89 ? |
|---|---|
| Unique (%) | 28.6% |
Sample
| 1st row | 1/17/2019 |
|---|---|
| 2nd row | 2/24/2016 |
| 3rd row | 5/15/2012 |
| 4th row | 1/3/2019 |
| 5th row | 2/1/2016 |
Common Values
| Value | Count | Frequency (%) |
| 1/14/2019 | 18 | 5.8% |
| 2/18/2019 | 12 | 3.9% |
| 1/21/2019 | 10 | 3.2% |
| 1/28/2019 | 9 | 2.9% |
| 2/25/2019 | 9 | 2.9% |
| 1/17/2019 | 8 | 2.6% |
| 1/7/2019 | 7 | 2.3% |
| 1/30/2019 | 6 | 1.9% |
| 2/11/2019 | 6 | 1.9% |
| 2/22/2019 | 6 | 1.9% |
| Other values (127) | 220 |
Length
| Value | Count | Frequency (%) |
| 1/14/2019 | 18 | 5.8% |
| 2/18/2019 | 12 | 3.9% |
| 1/21/2019 | 10 | 3.2% |
| 1/28/2019 | 9 | 2.9% |
| 2/25/2019 | 9 | 2.9% |
| 1/17/2019 | 8 | 2.6% |
| 1/7/2019 | 7 | 2.3% |
| 2/22/2019 | 6 | 1.9% |
| 1/25/2019 | 6 | 1.9% |
| 1/31/2019 | 6 | 1.9% |
| Other values (127) | 220 |
Most occurring characters
| Value | Count | Frequency (%) |
| / | 622 | |
| 1 | 615 | |
| 2 | 554 | |
| 0 | 342 | |
| 9 | 224 | 8.3% |
| 5 | 76 | 2.8% |
| 4 | 75 | 2.8% |
| 3 | 65 | 2.4% |
| 8 | 45 | 1.7% |
| 7 | 43 | 1.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2079 | |
| Other Punctuation | 622 | 23.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 615 | |
| 2 | 554 | |
| 0 | 342 | |
| 9 | 224 | 10.8% |
| 5 | 76 | 3.7% |
| 4 | 75 | 3.6% |
| 3 | 65 | 3.1% |
| 8 | 45 | 2.2% |
| 7 | 43 | 2.1% |
| 6 | 40 | 1.9% |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 622 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2701 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| / | 622 | |
| 1 | 615 | |
| 2 | 554 | |
| 0 | 342 | |
| 9 | 224 | 8.3% |
| 5 | 76 | 2.8% |
| 4 | 75 | 2.8% |
| 3 | 65 | 2.4% |
| 8 | 45 | 1.7% |
| 7 | 43 | 1.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2701 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| / | 622 | |
| 1 | 615 | |
| 2 | 554 | |
| 0 | 342 | |
| 9 | 224 | 8.3% |
| 5 | 76 | 2.8% |
| 4 | 75 | 2.8% |
| 3 | 65 | 2.4% |
| 8 | 45 | 1.7% |
| 7 | 43 | 1.6% |
| Distinct | 7 |
|---|---|
| Distinct (%) | 2.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.414791 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 278 |
| Zeros (%) | 89.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 4 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.2945194 |
|---|---|
| Coefficient of variation (CV) | 3.1208956 |
| Kurtosis | 8.8305232 |
| Mean | 0.414791 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.1434676 |
| Sum | 129 |
| Variance | 1.6757805 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 278 | |
| 4 | 8 | 2.6% |
| 2 | 6 | 1.9% |
| 5 | 6 | 1.9% |
| 3 | 6 | 1.9% |
| 6 | 6 | 1.9% |
| 1 | 1 | 0.3% |
| Value | Count | Frequency (%) |
| 0 | 278 | |
| 1 | 1 | 0.3% |
| 2 | 6 | 1.9% |
| 3 | 6 | 1.9% |
| 4 | 8 | 2.6% |
| 5 | 6 | 1.9% |
| 6 | 6 | 1.9% |
| Value | Count | Frequency (%) |
| 6 | 6 | 1.9% |
| 5 | 6 | 1.9% |
| 4 | 8 | 2.6% |
| 3 | 6 | 1.9% |
| 2 | 6 | 1.9% |
| 1 | 1 | 0.3% |
| 0 | 278 |
Absences
Real number (ℝ)
| Distinct | 20 |
|---|---|
| Distinct (%) | 6.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.237942 |
| Minimum | 1 |
|---|---|
| Maximum | 20 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 5 |
| median | 10 |
| Q3 | 15 |
| 95-th percentile | 19 |
| Maximum | 20 |
| Range | 19 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 5.8525959 |
|---|---|
| Coefficient of variation (CV) | 0.57165745 |
| Kurtosis | -1.301962 |
| Mean | 10.237942 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 0.029283457 |
| Sum | 3184 |
| Variance | 34.252878 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 23 | 7.4% |
| 16 | 23 | 7.4% |
| 7 | 21 | 6.8% |
| 2 | 21 | 6.8% |
| 15 | 20 | 6.4% |
| 13 | 17 | 5.5% |
| 14 | 17 | 5.5% |
| 3 | 16 | 5.1% |
| 19 | 16 | 5.1% |
| 6 | 16 | 5.1% |
| Other values (10) | 121 |
| Value | Count | Frequency (%) |
| 1 | 14 | |
| 2 | 21 | |
| 3 | 16 | |
| 4 | 23 | |
| 5 | 12 | |
| 6 | 16 | |
| 7 | 21 | |
| 8 | 11 | |
| 9 | 14 | |
| 10 | 10 |
| Value | Count | Frequency (%) |
| 20 | 14 | |
| 19 | 16 | |
| 18 | 8 | 2.6% |
| 17 | 15 | |
| 16 | 23 | |
| 15 | 20 | |
| 14 | 17 | |
| 13 | 17 | |
| 12 | 8 | 2.6% |
| 11 | 15 |
Auto
The auto setting is an interpretable pairwise column metric of the following mapping:- Variable_type-Variable_type : Method, Range
- Categorical-Categorical : Cramer's V, [0,1]
- Numerical-Categorical : Cramer's V, [0,1] (using a discretized numerical column)
- Numerical-Numerical : Spearman's ρ, [-1,1]
This configuration uses the recommended metric for each pair of columns.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.| Employee_Name | EmpID | MarriedID | MaritalStatusID | GenderID | EmpStatusID | DeptID | PerfScoreID | FromDiversityJobFairID | Salary | Termd | PositionID | Position | State | Zip | DOB | Sex | MaritalDesc | CitizenDesc | HispanicLatino | RaceDesc | DateofHire | DateofTermination | TermReason | EmploymentStatus | Department | ManagerName | ManagerID | RecruitmentSource | PerformanceScore | EngagementSurvey | EmpSatisfaction | SpecialProjectsCount | LastPerformanceReview_Date | DaysLateLast30 | Absences | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Adinolfi, Wilson K | 10026 | 0 | 0 | 1 | 1 | 5 | 4 | 0 | 62506 | 0 | 19 | Production Technician I | MA | 1960 | 07/10/83 | M | Single | US Citizen | No | White | 7/5/2011 | NaN | N/A-StillEmployed | Active | Production | Michael Albert | 22.0 | Exceeds | 4.60 | 5 | 0 | 1/17/2019 | 0 | 1 | |
| 1 | Ait Sidi, Karthikeyan | 10084 | 1 | 1 | 1 | 5 | 3 | 3 | 0 | 104437 | 1 | 27 | Sr. DBA | MA | 2148 | 05/05/75 | M | Married | US Citizen | No | White | 3/30/2015 | 6/16/2016 | career change | Voluntarily Terminated | IT/IS | Simon Roup | 4.0 | Indeed | Fully Meets | 4.96 | 3 | 6 | 2/24/2016 | 0 | 17 |
| 2 | Akinkuolie, Sarah | 10196 | 1 | 1 | 0 | 5 | 5 | 3 | 0 | 64955 | 1 | 20 | Production Technician II | MA | 1810 | 09/19/88 | F | Married | US Citizen | No | White | 7/5/2011 | 9/24/2012 | hours | Voluntarily Terminated | Production | Kissy Sullivan | 20.0 | Fully Meets | 3.02 | 3 | 0 | 5/15/2012 | 0 | 3 | |
| 3 | Alagbe,Trina | 10088 | 1 | 1 | 0 | 1 | 5 | 3 | 0 | 64991 | 0 | 19 | Production Technician I | MA | 1886 | 09/27/88 | F | Married | US Citizen | No | White | 1/7/2008 | NaN | N/A-StillEmployed | Active | Production | Elijiah Gray | 16.0 | Indeed | Fully Meets | 4.84 | 5 | 0 | 1/3/2019 | 0 | 15 |
| 4 | Anderson, Carol | 10069 | 0 | 2 | 0 | 5 | 5 | 3 | 0 | 50825 | 1 | 19 | Production Technician I | MA | 2169 | 09/08/89 | F | Divorced | US Citizen | No | White | 7/11/2011 | 9/6/2016 | return to school | Voluntarily Terminated | Production | Webster Butler | 39.0 | Google Search | Fully Meets | 5.00 | 4 | 0 | 2/1/2016 | 0 | 2 |
| 5 | Anderson, Linda | 10002 | 0 | 0 | 0 | 1 | 5 | 4 | 0 | 57568 | 0 | 19 | Production Technician I | MA | 1844 | 05/22/77 | F | Single | US Citizen | No | White | 1/9/2012 | NaN | N/A-StillEmployed | Active | Production | Amy Dunn | 11.0 | Exceeds | 5.00 | 5 | 0 | 1/7/2019 | 0 | 15 | |
| 6 | Andreola, Colby | 10194 | 0 | 0 | 0 | 1 | 4 | 3 | 0 | 95660 | 0 | 24 | Software Engineer | MA | 2110 | 05/24/79 | F | Single | US Citizen | No | White | 11/10/2014 | NaN | N/A-StillEmployed | Active | Software Engineering | Alex Sweetwater | 10.0 | Fully Meets | 3.04 | 3 | 4 | 1/2/2019 | 0 | 19 | |
| 7 | Athwal, Sam | 10062 | 0 | 4 | 1 | 1 | 5 | 3 | 0 | 59365 | 0 | 19 | Production Technician I | MA | 2199 | 02/18/83 | M | Widowed | US Citizen | No | White | 9/30/2013 | NaN | N/A-StillEmployed | Active | Production | Ketsia Liebig | 19.0 | Employee Referral | Fully Meets | 5.00 | 4 | 0 | 2/25/2019 | 0 | 19 |
| 8 | Bachiochi, Linda | 10114 | 0 | 0 | 0 | 3 | 5 | 3 | 1 | 47837 | 0 | 19 | Production Technician I | MA | 1902 | 02/11/70 | F | Single | US Citizen | No | Black or African American | 7/6/2009 | NaN | N/A-StillEmployed | Active | Production | Brannon Miller | 12.0 | Diversity Job Fair | Fully Meets | 4.46 | 3 | 0 | 1/25/2019 | 0 | 4 |
| 9 | Bacong, Alejandro | 10250 | 0 | 2 | 1 | 1 | 3 | 3 | 0 | 50178 | 0 | 14 | IT Support | MA | 1886 | 01/07/88 | M | Divorced | US Citizen | No | White | 1/5/2015 | NaN | N/A-StillEmployed | Active | IT/IS | Peter Monroe | 7.0 | Indeed | Fully Meets | 5.00 | 5 | 6 | 2/18/2019 | 0 | 16 |
| Employee_Name | EmpID | MarriedID | MaritalStatusID | GenderID | EmpStatusID | DeptID | PerfScoreID | FromDiversityJobFairID | Salary | Termd | PositionID | Position | State | Zip | DOB | Sex | MaritalDesc | CitizenDesc | HispanicLatino | RaceDesc | DateofHire | DateofTermination | TermReason | EmploymentStatus | Department | ManagerName | ManagerID | RecruitmentSource | PerformanceScore | EngagementSurvey | EmpSatisfaction | SpecialProjectsCount | LastPerformanceReview_Date | DaysLateLast30 | Absences | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 301 | Wilber, Barry | 10048 | 1 | 1 | 1 | 5 | 5 | 3 | 0 | 55140 | 1 | 19 | Production Technician I | MA | 2324 | 09/09/65 | M | Married | Eligible NonCitizen | No | White | 5/16/2011 | 9/7/2015 | unhappy | Voluntarily Terminated | Production | Amy Dunn | 11.0 | Website | Fully Meets | 5.00 | 3 | 0 | 2/15/2015 | 0 | 7 |
| 302 | Wilkes, Annie | 10204 | 0 | 2 | 0 | 5 | 5 | 3 | 0 | 58062 | 1 | 19 | Production Technician I | MA | 1876 | 07/30/83 | F | Divorced | US Citizen | No | White | 1/10/2011 | 5/14/2012 | Another position | Voluntarily Terminated | Production | Ketsia Liebig | 19.0 | Google Search | Fully Meets | 3.60 | 5 | 0 | 2/6/2011 | 0 | 9 |
| 303 | Williams, Jacquelyn | 10264 | 0 | 0 | 0 | 5 | 5 | 3 | 1 | 59728 | 1 | 19 | Production Technician I | MA | 2109 | 10/02/69 | F | Single | US Citizen | Yes | Black or African American | 1/9/2012 | 6/27/2015 | relocation out of area | Voluntarily Terminated | Production | Ketsia Liebig | 19.0 | Diversity Job Fair | Fully Meets | 4.30 | 4 | 0 | 6/2/2014 | 0 | 16 |
| 304 | Winthrop, Jordan | 10033 | 0 | 0 | 1 | 5 | 5 | 4 | 0 | 70507 | 1 | 20 | Production Technician II | MA | 2045 | 11/07/58 | M | Single | US Citizen | No | White | 1/7/2013 | 2/21/2016 | retiring | Voluntarily Terminated | Production | Brannon Miller | 12.0 | Exceeds | 5.00 | 3 | 0 | 1/19/2016 | 0 | 7 | |
| 305 | Wolk, Hang T | 10174 | 0 | 0 | 0 | 1 | 5 | 3 | 0 | 60446 | 0 | 20 | Production Technician II | MA | 2302 | 04/20/85 | F | Single | US Citizen | No | White | 9/29/2014 | NaN | N/A-StillEmployed | Active | Production | David Stanley | 14.0 | Fully Meets | 3.40 | 4 | 0 | 2/21/2019 | 0 | 14 | |
| 306 | Woodson, Jason | 10135 | 0 | 0 | 1 | 1 | 5 | 3 | 0 | 65893 | 0 | 20 | Production Technician II | MA | 1810 | 05/11/85 | M | Single | US Citizen | No | White | 7/7/2014 | NaN | N/A-StillEmployed | Active | Production | Kissy Sullivan | 20.0 | Fully Meets | 4.07 | 4 | 0 | 2/28/2019 | 0 | 13 | |
| 307 | Ybarra, Catherine | 10301 | 0 | 0 | 0 | 5 | 5 | 1 | 0 | 48513 | 1 | 19 | Production Technician I | MA | 2458 | 05/04/82 | F | Single | US Citizen | No | Asian | 9/2/2008 | 9/29/2015 | Another position | Voluntarily Terminated | Production | Brannon Miller | 12.0 | Google Search | PIP | 3.20 | 2 | 0 | 9/2/2015 | 5 | 4 |
| 308 | Zamora, Jennifer | 10010 | 0 | 0 | 0 | 1 | 3 | 4 | 0 | 220450 | 0 | 6 | CIO | MA | 2067 | 08/30/79 | F | Single | US Citizen | No | White | 4/10/2010 | NaN | N/A-StillEmployed | Active | IT/IS | Janet King | 2.0 | Employee Referral | Exceeds | 4.60 | 5 | 6 | 2/21/2019 | 0 | 16 |
| 309 | Zhou, Julia | 10043 | 0 | 0 | 0 | 1 | 3 | 3 | 0 | 89292 | 0 | 9 | Data Analyst | MA | 2148 | 02/24/79 | F | Single | US Citizen | No | White | 3/30/2015 | NaN | N/A-StillEmployed | Active | IT/IS | Simon Roup | 4.0 | Employee Referral | Fully Meets | 5.00 | 3 | 5 | 2/1/2019 | 0 | 11 |
| 310 | Zima, Colleen | 10271 | 0 | 4 | 0 | 1 | 5 | 3 | 0 | 45046 | 0 | 19 | Production Technician I | MA | 1730 | 08/17/78 | F | Widowed | US Citizen | No | Asian | 9/29/2014 | NaN | N/A-StillEmployed | Active | Production | David Stanley | 14.0 | Fully Meets | 4.50 | 5 | 0 | 1/30/2019 | 0 | 2 |